@inproceedings{zhang-etal-2026-qubric, title = "{QUBRIC}: Co-Designing Queries and Rubrics for {RL} Beyond Verifiable Rewards", author = "Zhang, Rongzhi and Feng, Rui and Zhang, Zhihan and Yang, Jingfeng and Yin, Qingyu and Liu, Xin and Zhang, Zixuan and Nigam, Priyanka and Yin, Bing and Zhao, Tuo and Zhang, Chao", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.728/", pages = "16914--16931", ISBN = "979-8-89176-459-0" }